AIOps platforms utilize big data analytics, machine learning and a variety of other algorithms to embed IT systems with the ability to analyze data sets, identify patterns and make autonomous decisions. These solutions have seen steady uptake over the past two years, and Gartner analysts estimate that roughly 50 percent of enterprise organizations will be actively using AIOps by 2020.